MCQOPTIONS
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MCQOPTIONS
This section includes 10 Mcqs, each offering curated multiple-choice questions to sharpen your Technical MCQs knowledge and support exam preparation. Choose a topic below to get started.
| 1. |
Can we solve the multiclass classification problems using Logistic Regression? |
| A. | Yes |
| B. | No |
| C. | Can be yes or no |
| D. | Can not say |
| E. | |
| Answer» B. No | |
| 2. |
What are the disadvantages of Logistic Regression? |
| A. | Sometimes a lot ofFeature Engineeringis required |
| B. | It is quite sensitive tonoiseandoverfitting |
| C. | Both A and B |
| D. | None of the above |
| Answer» D. None of the above | |
| 3. |
Mean Square Error (MSE) is suitable for Logistic Regression. |
| A. | TRUE |
| B. | FALSE |
| C. | Can be true or false |
| D. | Can not say |
| Answer» B. FALSE | |
| 4. |
0 and 1, or pass and fail or true and false is an example of? |
| A. | Multinomial Logistic Regression |
| B. | Binary Logistic Regression |
| C. | Ordinal Logistic Regression |
| D. | None of the above |
| Answer» C. Ordinal Logistic Regression | |
| 5. |
Which of the following are advantages of the logistic regression? |
| A. | Logistic Regression is very easy to understand |
| B. | It requires less training |
| C. | It performs well for simple datasets as well as when the data set is linearly separable |
| D. | All of the above |
| Answer» E. | |
| 6. |
SVM is insensitive to individual samples. |
| A. | Yes |
| B. | No |
| C. | Can be yes or no |
| D. | Can not say |
| Answer» B. No | |
| 7. |
_______ are defined as the ratio of the probability of an event occurring to the probability of the event not occurring. |
| A. | Simple |
| B. | Even |
| C. | Regex |
| D. | Odds |
| Answer» E. | |
| 8. |
_________ the target variable can have three or more possible values without any order. |
| A. | Multinomial Logistic Regression |
| B. | Binary Logistic Regression |
| C. | Ordinal Logistic Regression |
| D. | All of the above |
| Answer» B. Binary Logistic Regression | |
| 9. |
How many different types of Logistic Regression? |
| A. | 2 |
| B. | 3 |
| C. | 4 |
| D. | 5 |
| Answer» C. 4 | |
| 10. |
Which of the following is used where the target variable is of categorical nature? |
| A. | Keras |
| B. | Knime |
| C. | Logistic Regression |
| D. | MXNet |
| Answer» D. MXNet | |